diff --git a/single_include/kompute/Kompute.hpp b/single_include/kompute/Kompute.hpp
index 21ebae5b8..c1162b52f 100755
--- a/single_include/kompute/Kompute.hpp
+++ b/single_include/kompute/Kompute.hpp
@@ -1633,7 +1633,115 @@ namespace kp {
 */
 class Algorithm
 {
-  public:
+public:
+    // TODO: Move as internal struct of speccontainer
+    class SpecializationConstant {
+    public:
+        SpecializationConstant(const SpecializationConstant& specializationConstant) {
+            SPDLOG_DEBUG("Kompute SpecializationConstant copy constructor: {}", *((uint32_t*)specializationConstant.mInstanceData));
+            this->mInstanceData = (char*)malloc(sizeof(uint32_t));
+            memcpy(this->mInstanceData, specializationConstant.mInstanceData, sizeof(uint32_t));
+        }
+        // This class is required in absence of std::variant to ensure C++11 support
+        SpecializationConstant(uint32_t val) {
+            SPDLOG_DEBUG("Kompute SpecializationConstant uint32_t constructor: {}", val);
+            this->mInstanceData = (char*)malloc(sizeof(uint32_t));
+            memcpy(this->mInstanceData, &val, sizeof(uint32_t));
+        }
+        SpecializationConstant(float val) {
+            SPDLOG_DEBUG("Kompute SpecializationConstant float constructor: {}", val);
+            this->mInstanceData = (char*)malloc(sizeof(uint32_t));
+            memcpy(this->mInstanceData, &val, sizeof(uint32_t));
+        }
+        ~SpecializationConstant() {
+            free(this->mInstanceData);
+        }
+        void *data() {
+            return this->mInstanceData;
+        }
+    private:
+        // We use char pointer to enable for pointer arithmetic
+        char *mInstanceData = nullptr;
+    };
+
+    class SpecializationContainer {
+    public:
+        SpecializationContainer() {
+            SPDLOG_DEBUG("Kompute SpecializationContainer default initialiser");
+            this->mFreeData = false;
+        }
+
+        SpecializationContainer(const SpecializationContainer& specializationContainer)
+        {
+            SPDLOG_DEBUG("Kompute SpecializationContainer copy constructor, size: {}", specializationContainer.mSpecializationConstants.size());
+            SpecializationContainer(specializationContainer.mSpecializationConstants);
+        }
+
+        SpecializationContainer(std::vector<SpecializationConstant> instances) {
+            SPDLOG_DEBUG("Kompute SpecializationContainer initialiser with instances size {}", instances.size());
+
+            static_assert(sizeof(uint32_t) == sizeof(float) && sizeof(uint32_t) == sizeof(char) * 4,
+                    "Kompute requires uint32_t and float to be of same size. Please report this to github.");
+
+            // totalMemorySize depends on instances being set so this needs to be set before
+            this->mSpecializationConstants = instances;
+
+            // Data has then to be allocated in order to copy memory into it
+            this->mData = (char*)malloc(this->totalMemorySize());
+
+            this->mFreeData = true;
+
+            for (size_t i = 0; i < this->size(); i++) {
+
+                memcpy(this->mData + (i * sizeof(uint32_t)), instances[i].data(), sizeof(uint32_t));
+            }
+        }
+
+        ~SpecializationContainer() {
+            SPDLOG_DEBUG("Kompute SpecializationContainer destructor started");
+
+            this->mSpecializationConstants.clear();
+
+            if (this->mFreeData) {
+                SPDLOG_DEBUG("Kompute SpecializationContainer freeing data");
+                this->mFreeData = false;
+                free(this->mData);
+            } else {
+                SPDLOG_DEBUG("Kompute SpecializationContainer no data was freed");
+            }
+
+            SPDLOG_DEBUG("kompute SpecializationContainer freed data");
+        }
+
+        void *transferDataOwnership() {
+            SPDLOG_DEBUG("Kompute SpecializationContainer data transfer ownership requested");
+            this->mFreeData = false;
+            return (void*)this->mData;
+        }
+
+        uint32_t size() {
+            return this->mSpecializationConstants.size();
+        }
+
+        uint32_t totalMemorySize() {
+            return this->instanceMemorySize() * this->size();
+        }
+
+        uint32_t instanceMemorySize() {
+            // At this point only variables accepted are uint32_t and float which are same size
+            return sizeof(uint32_t);
+        }
+
+    private:
+
+        std::vector<SpecializationConstant> mSpecializationConstants;
+        bool mFreeData = false;
+        // We use char pointer to enable for pointer arithmetic
+        char *mData = nullptr;
+    };
+private:
+    // Private struct template which is then 
+public:
     /**
         Base constructor for Algorithm. Should not be used unless explicit
        intended.
@@ -1648,7 +1756,8 @@ class Algorithm
      * shaders
      */
     Algorithm(std::shared_ptr<vk::Device> device,
-              std::shared_ptr<vk::CommandBuffer> commandBuffer);
+              std::shared_ptr<vk::CommandBuffer> commandBuffer,
+              const SpecializationContainer& specializationConstants = {});
 
     /**
      * Initialiser for the shader data provided to the algorithm as well as
@@ -1656,6 +1765,7 @@ class Algorithm
      *
      * @param shaderFileData The bytes in spir-v format of the shader
      * @tensorParams The Tensors to be used in the Algorithm / shader for
+     * @specalizationInstalces The specialization parameters to pass to the function
      * processing
      */
     void init(const std::vector<char>& shaderFileData,
@@ -1677,7 +1787,7 @@ class Algorithm
      */
     void recordDispatch(uint32_t x = 1, uint32_t y = 1, uint32_t z = 1);
 
-  private:
+private:
     // -------------- NEVER OWNED RESOURCES
     std::shared_ptr<vk::Device> mDevice;
     std::shared_ptr<vk::CommandBuffer> mCommandBuffer;
@@ -1698,9 +1808,12 @@ class Algorithm
     std::shared_ptr<vk::Pipeline> mPipeline;
     bool mFreePipeline = false;
 
+    // -------------- ALWAYS OWNED RESOURCES
+    SpecializationContainer mSpecializationConstants;
+
     // Create util functions
     void createShaderModule(const std::vector<char>& shaderFileData);
-    void createPipeline(std::vector<uint32_t> specializationData = {});
+    void createPipeline();
 
     // Parameters
     void createParameters(std::vector<std::shared_ptr<Tensor>>& tensorParams);
@@ -1747,7 +1860,8 @@ class OpAlgoBase : public OpBase
            std::shared_ptr<vk::Device> device,
            std::shared_ptr<vk::CommandBuffer> commandBuffer,
            std::vector<std::shared_ptr<Tensor>>& tensors,
-           KomputeWorkgroup komputeWorkgroup = KomputeWorkgroup());
+           KomputeWorkgroup komputeWorkgroup = {},
+           const Algorithm::SpecializationContainer& specializationConstants = {});
 
     /**
      * Constructor that enables a file to be passed to the operation with
@@ -1766,7 +1880,8 @@ class OpAlgoBase : public OpBase
            std::shared_ptr<vk::CommandBuffer> commandBuffer,
            std::vector<std::shared_ptr<Tensor>>& tensors,
            std::string shaderFilePath,
-           KomputeWorkgroup komputeWorkgroup = KomputeWorkgroup());
+           KomputeWorkgroup komputeWorkgroup = {},
+           const Algorithm::SpecializationContainer& specializationConstants = {});
 
     /**
      * Constructor that enables raw shader data to be passed to the main operation
@@ -1784,7 +1899,8 @@ class OpAlgoBase : public OpBase
            std::shared_ptr<vk::CommandBuffer> commandBuffer,
            std::vector<std::shared_ptr<Tensor>>& tensors,
            const std::vector<char>& shaderDataRaw,
-           KomputeWorkgroup komputeWorkgroup = KomputeWorkgroup());
+           KomputeWorkgroup komputeWorkgroup = {},
+           const Algorithm::SpecializationContainer& specializationConstants = {});
 
     /**
      * Default destructor, which is in charge of destroying the algorithm